“…Application field: Mechanical 315 Chen, Skouras, Zhu, et al [122] 2018 Gaussian mixture model Classification and clustering 316 White, Arrighi, Kudo, et al [97] 2019 ANN and Gradient-based Topology optimization nonlinear programming 317 Bostanabad, Chan, Wang, et al [117] 2019 Globally approximate Inverse design Gaussian process 318 Bostanabad, Chan, Wang, et al [118] 2019 Globally approximate Inverse design Gaussian process 319 Singleton, Cheer, and Daley [502] 2019 PSO, GA, HGA optimization framework 320 Chen and Gu [95] 2020 ANN and Gradient-descent Inverse design 321 Wu, Liu, Wang, et al [185] 2020 GA and CNN optimization framework 322 Glodež, Klemenc, Zupanič, et al [503] 2020 GA, DASA Inverse design 323 Wang, Chan, Liu, et al [116] 2020 k-means and ShapeDNA Inverse design 324 Dong, Qin, and Xiao [128] 2020 Nelder-Mead, GA Surrogate model and ANN 325 Bonfanti, Guerra, Font-Clos, et al [132] 2020 Reinforced annealing, optimization framework Monte Carlo and CNN 326 Wang, Chan, Ahmed, et al [111] 2020 VAE, k-means and PCA Inverse design 327 Garland, White, Jensen, et al [40] 2021 GA and ANN optimization framework 328 Ji, Chen, Liang, et al [504] 2021 Optimal Latin hypercube optimization framework technique and GA 329 McMillan, Öztürk, and Acar [505] 2022 PCA Inverse Design 330 Indurkar, Karlapati, Shaikeea, et al [506] 2022 GNN Optimization Framework 331 Zhao, Zhang, Zhang, et al [30] 2022 Genetic Programming Optimization Framework 332 Mustapha, Alhiyafi, Shafi, et al [507] 2023 SVM,ANN Inverse Design 333 Zhang, Qin, Shen, et al [508] 2023 Conditional GAN Optimization Framework…”